Local elections are hard, especially in a (mostly) one party town. In national elections you can hold your nose and vote Team D or Team R depending on your preferences, and even if your party's candidate is pretty horrible you can be reasonably sure he/she is better than the alternative, by those preferences. In local elections a candidate's past and, yes, personality actually do matter significantly more.